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Original Articles

Optimal imputation of missing data for estimation of population mean

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References

  • Diana, G., Perri, P.F. (2007): Estimation of finite population mean using multi-auxiliary information. Metron LXV: 99–112.
  • Diana, G., Perri, P.F. (2007): Improved estimators of the population mean for missing data. Communication in Statistics-Theory and Methods, 39: 3245–3251. doi: 10.1080/03610920903009400
  • Diana, G., Tommasi, C. (2003): Optimal estimation for finite population mean in two-phase sampling. Statist. Meth. Applic. 12: 41–48. doi: 10.1007/BF02511582
  • Gupta S., Shabbir J. (2008): On improvement in estimating the population mean in simple random sampling, Journal of Applied Statistics, 35: 5, 559–566. doi: 10.1080/02664760701835839
  • Heitjan D.F., Basu S. (1996): Distinguishing ‘Missing at Random’ and ‘Missing Completely at Random’. The American Statistician 50:207–213.
  • Kadilar, C., Cingi, H. (2004): Ratio estimators in sample random sampling. Appl. Math. Computat. 151:893–902. doi: 10.1016/S0096-3003(03)00803-8
  • Kadilar, C., Cingi, H. (2008): Estimators for the population mean in the case missing data. Communication in Staistics-Theory and Methods. 37: 2226–2236. doi: 10.1080/03610920701855020
  • Koyuncu N., Kadilar C. (2010): On improvement in estimating population mean in stratified random sampling, Journal of Applied Statistics, 37: 6, 999–1013. doi: 10.1080/02664760903002675
  • Murthy M.N. (1977): Sampling: Theory and methods, Statistical Publishing Society, Calcutta.
  • Reddy V.N. (1978): A study on the use of prior knowledge on certain population parameters in estimation, Sankhya C 40, 29–37.
  • Rubin R.B. (1976): Inference and missing data. Biometrika 63(3): 581–592. doi: 10.1093/biomet/63.3.581
  • Rubin R.B. (1978): Multiple Imputation for non-response in surveys. John Wiley, NEW YORK.
  • Rueda, M., Gonzalez, S. (2004): Missing data and auxiliary information in surveys. Computat. Statist. 19:551–567. doi: 10.1007/BF02753912
  • Rueda, M., Gonzalez, S., Arcos, A. (2005): Indirect methods of imputation of missing data based on available units. Appl. Math. Computat. 164:249–261. doi: 10.1016/j.amc.2004.04.102
  • Searls, D. T. (1964): The Utilization of a Known Coefficient of Variation in the Estimation Procedure, Journal of the American Statistical Association, 59: 1225–1226. doi: 10.1080/01621459.1964.10480765
  • Singh, S., Horn, S. (2000): Compromised imputation in survey sampling. Metrika 51:267–276. doi: 10.1007/s001840000054
  • Singh, S., Deo, B. (2003): Imputation by power transformation. Statist. Pap. 44: 555–579. doi: 10.1007/BF02926010
  • Singh, S. (2009): A new method of imputation in survey sampling, Statistics: A Journal of Theoretical and Applied Statistics, 43:5, 499–511. doi: 10.1080/02331880802605114
  • Toutenburg H., Srivastava V. K. (1998) Estimation of ratio of population means in survey sampling when some observations are missing. Metrika, 48: 177–187. doi: 10.1007/PL00003973
  • Toutenburg H., Srivastava V. K., Shalabh (2008) Amputation versus imputation of missing values through ratio method in sample surveys. Statistical Papers, 49: 237–247. doi: 10.1007/s00362-006-0009-4

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